Scale-recurrent Network for Deep Image Deblurring

6 February 2018

Yi Wang

Papers citing "Scale-recurrent Network for Deep Image Deblurring"

50 / 153 papers shown

Title
Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images Theophil Trippe Martin Genzel Jan Macdonald M. März 46 1 0 18 Nov 2022
Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang Rongjian Xu Ming-Yu Liu Zifei Yan W. Zuo 40 12 0 14 Nov 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 28 0 0 28 Sep 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer Dafeng Zhang Xiaobing Wang ViT 32 11 0 13 Sep 2022
Towards Real-World Video Deblurring by Exploring Blur Formation Process Ming Cao Zhihang Zhong Yanbo Fan Jiahao Wang Yong Zhang Jue Wang Yujiu Yang Yinqiang Zheng 26 7 0 28 Aug 2022
A Constrained Deformable Convolutional Network for Efficient Single Image Dynamic Scene Blind Deblurring with Spatially-Variant Motion Blur Kernels Estimation Shu Tang Yang Wu Hongxing Qin Xianzhong Xie Shuli Yang Jing Wang 23 1 0 23 Aug 2022
Learning Degradation Representations for Image Deblurring Dasong Li Yuanhang Zhang Ka Chun Cheung Xiaogang Wang Hongwei Qin Hongsheng Li 30 56 0 10 Aug 2022
Efficient Video Deblurring Guided by Motion Magnitude Yusheng Wang Yunfan Lu Ye Gao Lin Wang Zhihang Zhong Yinqiang Zheng Atsushi Yamashita 36 29 0 27 Jul 2022
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance Zhihang Zhong Xiao Sun Zhirong Wu Yinqiang Zheng Stephen Lin Imari Sato 3DH 27 20 0 20 Jul 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 34 17 0 07 Jul 2022
SVBR-NET: A Non-Blind Spatially Varying Defocus Blur Removal Network Ali Karaali C. R. Jung 13 5 0 26 Jun 2022
Annular Computational Imaging: Capture Clear Panoramic Images through Simple Lens Zhijie Xu Haowen Shi Lei Sun Shaohua Gao Kailun Yang Kaiwei Wang 42 17 0 13 Jun 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention Christos Sakaridis Yuchen Fan Xiaoyu Xiang Rakesh Ranjan Eddy Ilg Simon Green Jingyun Liang Peng Sun Radu Timofte Luc Van Gool 47 153 0 05 Jun 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 17 32 0 01 Jun 2022
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration Jing Lin Xiaowan Hu Yuanhao Cai Haoqian Wang Youliang Yan X. Zou Yulun Zhang Luc Van Gool 56 17 0 20 May 2022
Coarse-to-Fine Video Denoising with Dual-Stage Spatial-Channel Transformer Wu Yun Mengshi Qi Chuanming Wang Huiyuan Fu Huadong Ma ViT 18 6 0 30 Apr 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 51 183 0 28 Apr 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration Junghun Oh Heewon Kim Seungjun Nah Chee Hong Jonghyun Choi Kyoung Mu Lee 32 18 0 26 Apr 2022
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring Youjian Zhang Chaoyue Wang Dacheng Tao 31 4 0 26 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 10 403 0 19 Apr 2022
Real-World Deep Local Motion Deblurring Haoying Li Ziran Zhang Tingting Jiang Peng Luo H. Feng Zhihai Xu 30 27 0 18 Apr 2022
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring Suiyi Zhao Zhao Zhang Richang Hong Mingliang Xu Yi Yang Meng Wang 25 41 0 16 Apr 2022
Learning Spatially Varying Pixel Exposures for Motion Deblurring Cindy M. Nguyen Julien N. P. Martel Gordon Wetzstein 27 16 0 14 Apr 2022
On the Generalization of BasicVSR++ to Video Deblurring and Denoising Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 30 25 0 11 Apr 2022
Stripformer: Strip Transformer for Fast Image Deblurring Fu-Jen Tsai Yan-Tsung Peng Yen-Yu Lin Chung-Chi Tsai Chia-Wen Lin ViT 21 173 0 10 Apr 2022
Multi-Scale Memory-Based Video Deblurring Bongil Ji Angela Yao 19 23 0 06 Apr 2022
Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature Zhixiang Wang Xiang Ji Jia-Bin Huang Shiníchi Satoh Xiaoping Zhou Yinqiang Zheng 33 11 0 03 Apr 2022
Recurrence-in-Recurrence Networks for Video Deblurring J. Park Seungjun Nah Kyoung Mu Lee 17 5 0 12 Mar 2022
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring Kiyeon Kim Seungyong Lee Sunghyun Cho 32 56 0 19 Feb 2022
Realistic Blur Synthesis for Learning Image Deblurring Jaesung Rim Geon-Yeong Kim Jungeon Kim Junyong Lee Seungyong Lee Sunghyun Cho 25 45 0 17 Feb 2022
LEDNet: Joint Low-light Enhancement and Deblurring in the Dark Shangchen Zhou Chongyi Li Chen Change Loy 3DV 21 110 0 07 Feb 2022
VRT: A Video Restoration Transformer Christos Sakaridis Jingyun Liang Yuchen Fan Peng Sun Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 41 253 0 28 Jan 2022
Blind Image Deblurring: a Review Zhengrong Xue 31 5 0 22 Jan 2022
Video Reconstruction from a Single Motion Blurred Image using Learned Dynamic Phase Coding E. Yosef Shay Elmalem Raja Giryes 38 5 0 28 Dec 2021
Wiener Guided DIP for Unsupervised Blind Image Deconvolution G. Bredell Ertunc Erdil B. Weber E. Konukoglu DiffM 35 5 0 19 Dec 2021
Face Deblurring Based on Separable Normalization and Adaptive Denormalization Xian Zhang Hao Zhang Jiancheng Lv X. Li CVBM 3DH 30 3 0 18 Dec 2021
Event-guided Deblurring of Unknown Exposure Time Videos Taewoo Kim Jungmin Lee Lin Wang Kuk-Jin Yoon 24 32 0 13 Dec 2021
Deep network for rolling shutter rectification Praveen L. Kumar A. N. Rajagopalan 27 2 0 12 Dec 2021
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 46 266 0 05 Dec 2021
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks Jatin Kumar Indra Deep Mastan Shanmuganathan Raman 47 2 0 30 Nov 2021
Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao Yiming Liu Fengze Liu Qingli Li Wei Shen Yan Wang 36 149 0 23 Nov 2021
DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting Jihyong Oh Munchurl Kim 27 21 0 19 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 90 2,135 0 18 Nov 2021
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring Yuhui Quan Zicong Wu Hui Ji 35 37 0 31 Oct 2021
SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring Wenbin Zou Mingchao Jiang Yunchen Zhang Liang Chen Zhiyong Lu Yi Wu 64 80 0 12 Oct 2021
LODE: Deep Local Deblurring and A New Benchmark Zerun Wang Liuyu Xiang Fan Yang Jinzhao Qian Jie Hu Haidong Huang Jungong Han Yuchen Guo Guiguang Ding 27 2 0 19 Sep 2021
Edge Prior Augmented Networks for Motion Deblurring on Naturally Blurry Images Yuedong Chen Junjia Huang Jianfeng Wang Xiaohua Xie 27 2 0 18 Sep 2021
Surgery Scene Restoration for Robot Assisted Minimally Invasive Surgery Shahnewaz Ali Y. Jonmohamadi R. Crawford D. Fontanarosa Ajay K. Pandey 27 3 0 06 Sep 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Boddeti 15 116 0 19 Aug 2021
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning Abdullah Abuolaim Mahmoud Afifi M. S. Brown 29 31 0 11 Aug 2021